???global.info.a_carregar???
Rui Gonçalves is a postdoctoral researcher at SYSTEC/FEUP at Department of Electrical and Computer Engineering. He has a degree course (BSc) in Computer Science from FCUP, MSc in Informatics Engineering from FEUP, and a PhD in Computer Science from UP (MAP-i). In recent years, Rui has been conducting research on time-series analysis, data mining, and machine learning, with a focus on advancing scientific understanding in areas such as robotics, environment, and economics. Currently, Rui main focus is on exploring causality and synthetic time-series data generation using statistical data-based approaches. Artificial Intelligence (AI), in particular the Deep Leaning (DL) framework with Generative Adversarial Networks (GANs) architectures applied to multivariate time-series data, has the potential to boost the success on many real-world applications.
Ler resumo completo ↓
Identificação

Identificação pessoal

Nome completo
Rui Jorge Pereira Gonçalves

Nomes de citação

  • Gonçalves, Rui

Identificadores de autor

Ciência ID
AA1E-24C4-58D8

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português (Idioma materno)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Formação
Grau Classificação
2013/01/01 - 2021/07/14
Concluído
 MAP-i (Minho Aveiro Porto Informática) (Doutoramento)
Universidade do Porto, Portugal
"Multivariate Time Series Analysis with Deep Learning" (TESE/DISSERTAÇÃO)
 Aprovado por Unanimidade.
2009
Concluído
 MEI - Mestrado em Engenharia Informática (Mestrado)
Universidade do Porto Faculdade de Engenharia, Portugal
"Projection of Video in Virtual Environments – Enrichment of 3D Scenarios with Images Collected by Robotic Vehicles" (TESE/DISSERTAÇÃO)
 Bom com Distinção
2005
Concluído
 Ciência de Computadores (Licenciatura)
Universidade do Porto Faculdade de Ciências, Portugal
"Projecto Final de Curso no LSTS (ISR-Porto) "Consola de operação modelar para veículos robóticos"" (TESE/DISSERTAÇÃO)
 14 Valores
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2022/03 - Atual Investigador Contratado (Investigação) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
2005/09 - 2022/02 Investigador (Investigação) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2023/02/07 - 2023/07/31 Professor Auxiliar Convidado (Docente Universitário) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
2018/09/10 - 2021/02/28 Professor Coordenador Convidado (Docente Ensino Superior Politécnico) Instituto Superior Politécnico Gaya, Portugal
Instituto Superior Politécnico Gaya, Portugal
2008/09/01 - 2011/07/31 Professor Auxiliar Convidado (Docente Universitário) Universidade do Porto, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal

Outros

Categoria Profissional
Instituição de acolhimento 		Empregador
2019 - 2020 Research grant - Research Center for Systems and Technologies Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
2016 - 2017 Research grant - System developed at Underwater Systems and Technologies Laboratory (FEUP-LSTS). http://whale.fe.up.pt/seascout/ Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2016 Research grant - Activity :Continuation of the Development of an application tool for test and analysis of optimal control problems. Universidade do Porto Faculdade de Engenharia, Portugal
2010 - 2014 PhD Grant - FCT: SFRH / BD / 70987 / 2010 Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
2005 - 2010 Research grant - Coordination of under whater vehicles, Coordination of aerial vehicles, Coordination of automated guided vehicles and design of a hierarchial control and command system for Universidade do Porto Faculdade de Engenharia, Portugal
2007 - 2008 Research grant - This project goal was to develop a versatile tele-operated platform to support diversified underwater operations. Universidade do Porto Faculdade de Engenharia, Portugal
2004 - 2005 Research grant - Activity : Development of an application tool for test and analysis of optimal control problems. Universidade do Porto Faculdade de Engenharia, Portugal
Projetos

Bolsa

Designação Financiadores
2018/02 - 2020/02 STRIDE - Smart Cyberphysical, Mathematical, Computational and Power Engineering Research for Disruptive Innovation in Production, Mobility, Health, and Ocean Systems and Technologies
NORTE-01-0145-FEDER-000033
Bolseiro de Investigação
Em curso
2016 - 2017 Marinfo - Integrated Platform for Marine Data Acquisition and Analysis
NORTE-01-0145-FEDER-000031
Bolseiro de Investigação
Concluído
2014 - 2015 NETMAR - Networked systems for situational awareness and intervention in maritime incidents
ISNI: 0000000122904914
Concluído
2010 - 2014 MAP-i doctoral program in Computer Science
SFRH / BD / 70987 / 2010
Bolseiro de Doutoramento
Concluído
2009 - 2012 PITVANT
Desenvolvimento técnico
Força Aérea Portuguesa, Portugal

Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
Concluído
2009 - 2009 IDNET - Ferramentas de suporte a redes de cooperação para projectos de Investigação & Desenvolvimento e Inovação
Concluído
2008 - 2008 CON4COORD - Control for Coordination of Distributed Systems
ISNI: 0000000122904914
Bolseiro de Investigação
Concluído
2006 - 2008 Optimal Control with Constrains and Applications
POSC/EEA-SRI/61831/2004
Bolseiro de Investigação
Concluído
2007 - 2007 LAUV - Light Autonomous Underwater Vehicle
http://dx.doi.org/10.13039/501100007434
Bolseiro de Investigação
Concluído
2005 - 2006 KOS - Kit of underwater operations
http://dx.doi.org/10.13039/501100007434
Bolseiro de Investigação
Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
Concluído

Projeto

Designação Financiadores
2024/11/01 - Atual RELIABLE - Advances in Control Design Methodologies for Safety Critical Systems Applied to Robotics
PTDC/EEI-AUT/3522/2020
Investigador
Em curso
2022/03 - 2024 Impact of COVID-19 lockdown measures on mobility, air pollution and macroeconomic indicators in Portugal: a Machine Learning Approach
DSAIPA/CS/0086/2020
Investigador
Em curso
2020/05/01 - 2020/10/15 Deep Learning no diagnóstico e acompanhamento terapêutico de doentes Covid-19
250_596879183
Orientador
Concluído

Outro

Designação Financiadores
2022/11 - 2023/11 Data science at SYSTEC: deep learning for navigation, geophysical mapping and multivariate time series forecasting
CPCA-IAC/AF/475871/2022
Co-Investigador Responsável (Co-IR)
Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
Em curso
Produções

Publicações

Artigo em conferência
  1. Francisco Stefano de Almeida; Roman Chertovskih; Sílvio Gama; Gonçalves, Rui. "What makes a steady flow to favour kinematic magnetic field generation: A statistical analysis". Trabalho apresentado em 16th APCA International Conference on Automatic Control and Soft Computing, Porto, 2024.
    https://doi.org/10.48550/arXiv.2407.17627
  2. Rui Gonçalves; Vitor Miguel Ribeiro. "Convolutional attention with causal padding: Classifying PM2.5 concentration levels in the city of Beijing". Trabalho apresentado em ALTERNATIVE ENERGY SOURCES, MATERIALS AND TECHNOLOGIES (AESMT’23), Sofia, 2023.
    Aceite para publicação
  3. Rui Gonçalves, Vitor Miguel Ribeiro, Fernando Lobo Pereira. "Deep Learning Attention Mechanisms Combined with Roll Padding: Application to Household Electric Power Consumption". Trabalho apresentado em 5th International conference ICEE - ICEE2022 - Energy & Environment: Bringing together Economics and Engineering, 2022.
    https://www.authenticus.pt/en/publications/view/956573
  4. Rui Gonçalves, Vitor Ribeiro, Fernando Pereira, and Ana Paula.. "Roll padding and Wavenet for multivariate time series in human activity recognition". Trabalho apresentado em World Conference on Information Systems and Technologies, WorldCIST’21 - 9th conference, 2021.
    10.1007/978-3-030-72657-7_23
  5. Dias, Paulo Sousa; Goncalves, Rui; Pinto, Jose; Sousa, Joao Borges. "Enabling a dialog - A C2I infrastructure for unmanned vehicles and sensors". Trabalho apresentado em IEEE - International Conference on Autonomous and Intelligent Systems, AIS 2010, 2010.
    10.1109/AIS.2010.5547024
  6. Rui Gonçalves, Paulo Sousa Dias, José Pinto, Gil Gonçalves, and João Borges Sousa. "A STANAG 4586 Compliant Command and Control Operational Interface for Multiple UAVs". Trabalho apresentado em HUMOUS’10 conference Humans Operating Unmanned Systems ISAE - ONERA, 2010.
    https://sigarra.up.pt/faup/en/pub_geral.pub_view?pi_pub_base_id=61330
  7. Fernando Almeida, Rui Gonçalves. "Applying Open Source and Agile Approaches to Software Development Process". Trabalho apresentado em International Conference Agile Portugal 2010, 2010.
    https://www.academia. edu/19555600/Applying_Open_Source_and_Agile_Approaches_to_Software_De velopment_Process
  8. Marques, Eduardo R. B.; Pinto, Jose; Kragelund, Sean; Goncalves, Rui; Dias, Paulo S.; Madureira, Luis; Sousa, Alexandre; et al. "AUV Control and Communication using Underwater Acoustic Networks". Trabalho apresentado em IEEE - OCEANS 2007, 2007.
    10.1109/oceanse.2007.4302469
  9. Dias, Paulo Sousa; Pinto, Jose; Goncalves, Rui; Goncalves, Gil; Sousa, Joao Borges; Pereira, Fernando L.. "Video Summary - Neptus, Command and Control Infrastructure for Heterogeneous Teams of Autonomous Vehicles". Trabalho apresentado em IEEE International Conference on Robotics and Automation, 2007.
    10.1109/robot.2007.363887
  10. Gonçalves, Rui; M. R. de Pinho; Sousa, Joao B.. "An Applet for Optimal Control Problems". Trabalho apresentado em wseas 2007, The 4th wseas/iasme International Conference on ENGINEERING EDUCATION, 2007.
    https://www.semanticscholar.org/paper/An-Applet-for-Optimal-Control-Problems-Gon%C3%A7alves-Pinho/28a5bf7212b2ec98ac4cdad7de99ac6060849441#citing-papers
  11. Paulo Sousa Dias, José Pinto, Rui Gonçalves, João Borges Sousa, Gil Gonçalves, and Fernando Lobo Pereira. "Neptus, Command and Control Infrastructure for Heterogeneous Teams of Autonomous Vehicles". Trabalho apresentado em ICRA2007, IEEE International Conference on Robotics and Automation, 2007.
    10.1109/ROBOT.2007.363887
  12. Rui Gonçalves, António Augusto de Sousa, Gil Gonçalves, João Sousa, and Paulo Dias. "Real-time Projection of Video Images in Virtual Scenarios". Trabalho apresentado em Fraunhofer IFF. The 10th IFF Science Days, Innovative Development Trends in VR/AR Technology, 2007.
    https://www.academia.edu/11734492/Real_time_projection_of_video_images_in_virtual_scenarios
  13. Dias, Paulo; Goncalves, Rui; Pinto, Jose; Sousa, Joao; Goncalves, Gil; Pereira, Fernando. "Mission Review and Analysis". Trabalho apresentado em 2006 9th International Conference on Information Fusion, IEEE, 2006.
    10.1109/icif.2006.301640
  14. J. Pinto; R. Gonçalves; P. Dias; G. Goncalves; J. Sousa; F. Pereira. "Neptus-A Framework to Support a Mission Life Cycle". Trabalho apresentado em MCMC2006, 7th IFAC Conference on Manoeuvring and Control of Marine Craft, 2006.
    Corpus ID: 55259805
  15. Márcio Correia Paulo Sousa Dias Sérgio Fraga Rui Gomes Rui Gonçalves L. Madureira F. Lobo Pereira José Queirós Pinto Ant. "Operations and Control of Unmanned Underwater Vehicles". Trabalho apresentado em IFAC Robótica, 2005.
    Publicado • https://hdl.handle.net/10216/71593
Artigo em revista
  1. Chertovskih, Roman; Ribeiro, Vitor Miguel; Gonçalves, Rui; Aguiar, António Pedro. "Sixty Years of the Maximum Principle in Optimal Control: Historical Roots and Content Classification". Symmetry 16 10 (2024): 1398. http://dx.doi.org/10.3390/sym16101398.
    10.3390/sym16101398
  2. Gonçalves, Rui; Ribeiro, Vitor Miguel. "Convolutional attention with roll padding: Classifying PM2.5 concentration levels in the city of Beijing". Energy 289 (2024): 130045. http://dx.doi.org/10.1016/j.energy.2023.130045.
    10.1016/j.energy.2023.130045
  3. Luigi Cesarini, Rui Gonçalves, Mario Martina, Xavier Romão, Fernando Pereira, Rui Figueiredo, Beatrice Monteleone. "Comparison of deep learning models for milk production forecasting at national scale". Computers and Electronics in Agriculture (2024): https://doi.org/10.1016/j.compag.2024.108933.
    https://doi.org/10.1016/j.compag.2024.108933
  4. Rui Gonçalves, Vitor Miguel Ribeiro, Fernando Lobo Pereira,. "Variable Split Convolutional Attention: A novel Deep Learning model applied to the household electric power consumption". Energy (2023): https://doi.org/10.1016/j.energy.2023.127321.
    10.1016/j.energy.2023.127321
  5. Ribeiro, Vitor Miguel; Gonçalves, Rui. "Classification and Prediction of Nitrogen Dioxide in a Portuguese Air Quality Critical Zone". Atmosphere 13 10 (2022): 1672. http://dx.doi.org/10.3390/atmos13101672.
    10.3390/atmos13101672
  6. Ribeiro, Vitor Miguel; Pereira, Fernando Lobo; Gonçalves, Rui. "Explaining the definition of wholesale access prices in the Portuguese telecommunications industry". Journal of Dynamics & Games 9 1 (2022): 33. http://dx.doi.org/10.3934/jdg.2021024.
    10.3934/jdg.2021024
  7. Gonçalves, Rui; Ribeiro, Vitor Miguel; Pereira, Fernando Lobo; Rocha, Ana Paula. "Deep learning in exchange markets". Information Economics and Policy 47 (2019): 38-51. http://dx.doi.org/10.1016/j.infoecopol.2019.05.002.
    Publicado • 10.1016/j.infoecopol.2019.05.002
Capítulo de livro
  1. Gonçalves, Rui; Rocha, Ana Paula; Pereira, Fernando Lobo. "High Level Architecture for Trading Agents in Betting Exchange Markets". In Advances in Information Systems and Technologies, 497-510. Springer Berlin Heidelberg, 2013.
    https://doi.org/10.1007/978-3-642-36981-0_46
  2. Gonçalves, Rui; Ferreira, Sérgio; Pinto, José; Sousa, João; Gonçalves, Gil. "Authority Sharing in Mixed Initiative Control of Multiple Uninhabited Aerial Vehicles". In Engineering Psychology and Cognitive Ergonomics- HCI International, 530-539. Springer Berlin Heidelberg, 2011.
    https://doi.org/10.1007/978-3-642-21741-8_56
  3. Rui Gonçalves, Gil Gonçalves, Sérgio Ferreira and José Pinto,. "Supervisory Control: Optimal distribution of workload among operators for mixed initiative control of multiple UAVs". In Chapter 10 - PT-1, NATO Task Group HFM-170 (2008 – 2011) Report documents. 2011.
    https://apps.dtic.mil/sti/pdfs/ADA591805.pdf
Tese / Dissertação
  1. "Multivariate Time-Series Analysis with Deep Leaning". Doutoramento, Universidade do Porto, 2021. https://repositorio-aberto.up.pt/bitstream/10216/135947/2/492480.pdf.
  2. "Projection of Video in Virtual Environments – Enrichment of 3D Scenarios with Images Collected by Robotic Vehicles". Mestrado, Universidade do Porto Faculdade de Engenharia, 2009. https://sigarra.up.pt/feup/en/pub_geral.pub_view?pi_pub_base_id=25753.
  3. "Consola de operação modelar para veículos robóticos". Licenciatura, Universidade do Porto Faculdade de Ciências, 2005.

Propriedade Intelectual

Patente
  1. Rui Gonçalves ; Fernando Manuel Ferreira Lobo Pereira. 2021. "Padding method for convolutional neural network layers adapted to perform multivariate time series analysis (WO2021255514A1)".
    Concedida/Emitida • https://patentscope.wipo.int/search/en/detail.jsf?docId=WO2021255514
  2. Rui Gonçalves ; Fernando Manuel Ferreira Lobo Pereira. 2021. "Multi-convolutional attention unit for multivariable time series analysis (WO2021255515A1)".
    Concedida/Emitida • https://patentscope.wipo.int/search/en/detail.jsf?docId=WO2021255515
  3. Rui Gonçalves; Fernando Manuel Ferreira Lobo Pereira; Vítor Miguel de Sousa Ribeiro. 2021. "Multi-convolutional two-dimensional attention unit for analysis of a multivariable time series three-dimensional input data (WO2021255516A1)".
    Concedida/Emitida • https://patentscope.wipo.int/search/en/detail.jsf?docId=WO2021255516
Atividades

Apresentação oral de trabalho

Título da apresentação Nome do evento
Anfitrião (Local do evento)
2023/05/16 Convolutional attention with causal padding: Classifying PM2.5 concentration levels in the city of Beijing Alternative Energy Sources, Materials and Technologies (AESMT’23)
Sixth International Scientific Conference (Sofia, Bulgária)
2022/06/02 Deep Learning Attention Mechanisms: Application to Household Electric Power Consumption International Conference on Energy & Environment: icee2022
FEP (Porto, Portugal)
2021/04/02 Roll padding and Wavenet for multivariate time series in human activity recognition World Conference on Information Systems and Technologies, WorldCIST¿21 - 9th conference.
(Funchal, Portugal)
2013/05/29 High Level Architecture for Trading Agents in Betting Exchange Markets Advances in Information Systems and Technologies, Volume 206, 2013, pp 497-510, WorldCIST'13
(Faro, Portugal)
2011/07/09 Authority Sharing in Mixed Initiative Control of Multiple Uninhabited Aerial Vehicles HCI International 2011, Hilton Orlando Bonnet Creek, Orlando, Florida, USA
(Orlando, Estados Unidos)
2010/12/16 General meeting of RAIA project (http://www.observatorioraia.org) with oral presentation of the Deliverables of FEUP and future developments for the project. RAIA project (http://www.observatorioraia.org)
Facultad de Ciencias. Universidad de Vigo (Vigo, Espanha)
2010/06/21 Towards a sustained presence in the ocean: sensor systems on networked vehicles 1as Jornadas de Engenharia Hidrográfica
Instituto Hidrográfico (Lisboa, Portugal)
2010/04/27 A STANAG 4586 Compliant Command and Control Operational Interface for Multiple UAVs HUMOUS’10 conference Humans Operating Unmanned Systems ISAE
ONERA (Toulouse, França)
2007/07/25 An Applet for Optimal Control Problems IASME International Conference on ENGINEERING EDUCATION
(Saint Nikolaos Creta, Grécia)
2007/06/26 Real-time Projection of Video Images in Virtual Scenarios The 10th IFF Science Days, Innovative Development Trends in VR/AR Technology.
Fraunhofer IFF (Magdeburg, Alemanha)

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2024/09 - Atual Deep Reinforcement Learning for Cryptocurrency Limit Orders Long-Term Profit Optimization
Coorientador
 MEEC -Mestrado em Engenharia Electrotécnica e de Computadores (Mestrado)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 - Atual Deep Learning in Anomaly Detection for Continuous Sequential Images
Orientador
 Engenharia Informática (Mestrado)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022 Deep learning in diagnosing covid19 using lung x-ray images
Coorientador
 Artificial Intelligence and Data Mining (Mestrado)
Universidade Eduardo Mondlane, Moçambique
2013 - 2014 Trading Agent Framework Using Plain Strategies & Machine Learning
Coorientador
 Engenharia Informática (Mestrado)
Universidade do Porto Faculdade de Engenharia, Portugal

Organização de evento

Nome do evento
Tipo de evento (Tipo de participação) 		Instituição / Organização
2021 - Atual SYSTEC Talks - The main goal is to SYSTEC members and students meet every wednesday in a leisurely, friendly setting to know what your colleagues are working on. (2021)
Seminário (Coorganizador)
 Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal

Participação em evento

Descrição da atividade
Tipo de evento 		Nome do evento
Instituição / Organização
2012/06/07 - 2012/06/09 Summer school participation - 4th Porto Meeting on MATHEMATICS for INDUSTRY 7th to 9th June 2012 - Faculdade de Ciências da Universidade do Porto.
Encontro
 4th Porto Meeting on MATHEMATICS for INDUSTRY
Universidade do Porto Faculdade de Ciências, Portugal
2012 - 2012 Acommsnet 2012 experiment organized by NURC-NATO, Mediterranean Sea, 2012. Disruptive Tolerant Networking (DTN) experiments with multiple Autonomous Underwater Vehicles Acommsnet 2012
NATO, Bélgica

Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
2012 - 2012 Third edition of the Rapid Environmental Assessment (REP12) exercise organized in cooperation with the Portuguese Navy, Portugal, 2012. The REP-12 exercise took place off the coast of Sesimbra, Portugal, but continued further north from the Santa Cruz airfield. It involved participants from MBARI (USA), Centre for Maritime Research and Experimentation (NATO), Evologics (DE), Technion (IL), Norwegian University of Science and Technology (NOR) and University of Rome (IT). Rapid Environmental Assessment (REP12)
Centre for Maritime Research and Experimentation, Itália

Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal

Monterey Bay Aquarium Research Institute, Estados Unidos
2011/07/24 - 2011/07/30 CONET 2011 Summer School Networked Embedded Systems: Humans in the Loop. Bertinoro International Center for Informatics (BiCi), Bertinoro, Forli-Cesena, Italy.
Encontro
 Networked Embedded Systems: Humans in the Loop
2011/06/06 - 2011/06/07 NATO Lectures Series, FEUP, Porto Portugal, June 06-07, 2011 – Multisensor Fusion Advanced Methologies and Aplications.
Seminário
 Multisensor Fusion Advanced Methologies and Aplications
Universidade do Porto Faculdade de Engenharia, Portugal
2011 - 2011 Second edition of the Rapid Environmental Assessment (REP11) exercise organized in cooperation with the Portuguese Navy, Portugal, 2011. The REP11 exercise took place off the coast of Sesimbra. The REP-11 exercise was focused on the demonstration of the SeaCon AUV and of DTN, including the transfer of sonar files from a SeaCon AUV to a small Unmanned Air System (UAS) deployed from a ship from the Portuguese Navy. The exercise also included deployments of the SeaCon AUV from manned submarines from the Portuguese Navy.
Exposição
 Rapid Environmental Assessment (REP11)
Marinha Portuguesa, Portugal

Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
2011 - 2011 Mar Menor Robotics experiment, Mar Menor, Spain, 2011. Demonstration of salinity plume mapping capabilities with multiple Autonomous Underwater Vehicles. Mar Menor Robotics experiment
Universidad Politécnica de Cartagena, Espanha

Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
2011 - 2011 C4C - Control for Coordination FP7 project final demonstration (Porto, Portugal), 2011. Demonstration of the coordinated operation of multiple Autonomous Underwater and Surface Vehicles for plume mapping and formation control over acoustic modems. C4C - Control for Coordination
Universidade do Porto Faculdade de Engenharia, Portugal

Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
2010 - 2010 International exercise organized by the Spanish Navy, Mediterranean Sea, 2010. Mine sweeping deployments with Gavia AUVs from the PO Navy.
Outro
 Spain Minex 2010
Armada Española, Espanha
2010 - 2010 First edition of the Rapid Environmental Assessment (REP10) exercise organized in cooperation with the Portuguese Navy, Portugal, 2010. The participants in the REP-10 AUV experiment included, in addition to the Portuguese Navy and LSTS, the following: Naval Undersea Warfare Center (Newport, USA), SeeByte (Edinburgh, United Kingdom), OceanScan MST (Porto, Portugal), OceanServer Technology (Fall River, Massachusetts) and YSI (Yellow Springs, Ohio). The experiment was targeted at assessing the endurance and performance of the Seacon AUV.
Outro
 Rapid Environmental Assessment (REP10)
Marinha Portuguesa, Portugal

Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
2009/10/30 - 2009/10/30 Workshop - "Learning & Teaching Engineering", "Ethics on Education – Experience on Engineer” and "Active Learning in the Classroom" by Teresa Correia de Barros (IST-UTL) and Eric Mazur (Harvard University)
Seminário
 "Learning & Teaching Engineering", "Ethics on Education – Experience on Engineer”
Universidade do Porto Faculdade de Engenharia, Portugal
2008/07/21 - 2008/07/25 Onassis Foundation Science Lectures Series, Iraklio Crete Island Greece, Embedded network Systems : Theory and Applications. (Lectures By Joseph Sifakis – Turing Award 2007).
Encontro
 Embedded network Systems : Theory and Applications.
Technical University of Crete , Grécia
2006/09/15 - 2006/09/15 Tutorial Event on "Patterns of Service-Oriented Architecture” by Dr. Uwe Zdun
Seminário
 Patterns of Service-Oriented Architecture
Universidade do Porto Faculdade de Engenharia, Portugal
2006/07/10 - 2006/07/10 IBM Technical/Tutorial event, “Laying the foundation for a service-oriented Architecture”
Seminário
 Laying the foundation for a service-oriented Architecture
IBM World Community Grid, Estados Unidos

Júri de grau académico

Tema
Tipo de participação 		Nome do candidato (Tipo de grau)
Instituição / Organização
2011 Organização de um Portal de Conteúdos recorrendo a um CMS
Arguente
 Pedro Brandão (Outro)
Instituto Superior Politécnico Gaya, Portugal

Consultoria / Parecer

Descrição da atividade Instituição / Organização
2019/06 - 2019/10 Development of a Deep Learning based model for a fault detection system on fabric production that can be easily plugged into circular knitting machines (the final developed model reached 98% accuracy). SMARTEX, Portugal

Curso / Disciplina lecionado

Disciplina Curso (Tipo) Instituição / Organização
2023/02/07 - 2023/07/31 Machine learning (Aprendizagem Computacional) Mestrado em Engenharia Eletrotécnica e de Computadores (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2021/09/01 - 2021/09/20 Deep Learning, FEUP – SYSTEC Summer School SYSTEC SUMMER SCHOOL (Curso de Especialização Tecnológica) Universidade do Porto Faculdade de Engenharia, Portugal
2020/09/10 - 2021/02/28 Artificial Intelligence Engenharia Informática (Licenciatura) Instituto Superior Politécnico Gaya, Portugal
2018 - 2021 Distributed Systems Engenharia Informática (Licenciatura) Instituto Superior Politécnico Gaya, Portugal
2020/08/30 - 2020/09/10 Deep Learning, FEUP – SYSTEC Summer School SYSTEC SUMMER SCHOOL (Curso de Especialização Tecnológica) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2019 Programing II Engenharia Informática (Licenciatura) Instituto Superior Politécnico Gaya, Portugal
2008 - 2011 Information Systems Engenharia Informática e Computação (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal
2008 - 2011 Theory of Computation Engenharia Informática e Computação (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal
2008 - 2011 Introduction to Programming (Programação I) Engenharia Informática e Computação (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal
2008 - 2011 Algorithms and Data Structures Engenharia Informática e Computação (Mestrado integrado) Universidade do Porto Faculdade de Engenharia, Portugal

Expedição científica

Descrição da atividade Instituição / Organização
2010/06/08 - 2010/06/18 Task Group for the Extension of the Portuguese Continental Shelf- Rov Pilot and Wireless Sensor Network Deploy, 8-18 June, 2010, Madeira - Senvagens Islands - http://www.emepc.gov.pt/in/missao.php Estrutura de Missão para a Extensão da Plataforma Continental, Portugal
2009/07/15 - 2009/08/15 Task Group for the Extension of the Portuguese Continental Shelf - ROV pilot & Control System Setup and Maintenance Estrutura de Missão para a Extensão da Plataforma Continental, Portugal
2008/09/05 - 2008/09/25 Scientific Expedition Cruise - Participation on the Task Group for the Extension of the Portuguese Continental Shelf as ROV Pilot, Açores Islands (Atlantic ocean seamounts). Estrutura de Missão para a Extensão da Plataforma Continental, Portugal

Membro de associação

Nome da associação Tipo de participação
2023/07/21 - Atual ByteFlow SOCIEDADE UNIPESSOAL LDA. AI Consulting. ByteFlow.pt Founder
2020/06/23 - Atual Co-founder Admirável Rotina Lda. Digital Commerce Consulting. admiravelrotina.com Co-founder